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Rendeiro lab 8

• "__torch__.torch.nn.modules.activation.___torch_mangle_4382.Sigmoid",
• "__torch__.torch.nn.modules.conv.___torch_mangle_4569.Conv2d",
• "__torch__.torch.nn.modules.activation.___torch_mangle_4456.Sigmoid",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_4641.BatchNorm2d",
• "__torch__.timm.models.layers.activations.___torch_mangle_4477.Swish",
• "__torch__.torch.nn.modules.activation.___torch_mangle_4642.ReLU",
• "__torch__.torch.nn.modules.container.___torch_mangle_4605.Sequential",
• "__torch__.torch.nn.modules.conv.___torch_mangle_4438.Conv2d",
• "__torch__.timm.models.layers.activations.___torch_mangle_4577.Swish",
• "__torch__.torch.nn.modules.conv.___torch_mangle_4411.Conv2d",
• "__torch__.segmentation_models_pytorch.base.modules.___torch_mangle_4671.Attention",
• "__torch__.timm.models.efficientnet_blocks.___torch_mangle_4500.SqueezeExcite",
• "__torch__.segmentation_models_pytorch.base.heads.___torch_mangle_4685.SegmentationHead",
• "__torch__.segmentation_models_pytorch.base.modules.___torch_mangle_4656.Conv2dReLU",
• "__torch__.timm.models.efficientnet_blocks.___torch_mangle_4600.SqueezeExcite",
• "__torch__.timm.models.efficientnet_blocks.___torch_mangle_4531.InvertedResidual",
• "__torch__.torch.nn.modules.conv.___torch_mangle_4572.Conv2d",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_4436.BatchNorm2d",
• "__torch__.timm.models.layers.activations.___torch_mangle_4410.Swish",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_4615.BatchNorm2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_4440.Conv2d",
• "__torch__.timm.models.layers.activations.___torch_mangle_4509.Swish",
• "__torch__.timm.models.layers.activations.___torch_mangle_4394.Swish",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_4537.BatchNorm2d",
• "__torch__.timm.models.efficientnet_blocks.___torch_mangle_4413.SqueezeExcite",
• "__torch__.torch.nn.modules.conv.___torch_mangle_4424.Conv2d",
• "__torch__.segmentation_models_pytorch.base.modules.___torch_mangle_4662.Conv2dReLU",
• "__torch__.timm.models.layers.activations.___torch_mangle_4535.Swish",
• "__torch__.torch.nn.modules.conv.___torch_mangle_4447.Conv2d",
• "__torch__.segmentation_models_pytorch.decoders.unet.model.___torch_mangle_4686.Unet",
• "__torch__.torch.nn.modules.conv.___torch_mangle_4593.Conv2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_4553.Conv2d",
• "__torch__.timm.models.layers.activations.___torch_mangle_4378.Swish",
• "__torch__.torch.nn.modules.linear.___torch_mangle_4682.Identity",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_4573.BatchNorm2d",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_4647.BatchNorm2d",
• "__torch__.torch.nn.modules.activation.___torch_mangle_4398.Sigmoid",
• "__torch__.timm.models.efficientnet_blocks.___torch_mangle_4488.InvertedResidual",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_4433.BatchNorm2d",
• "__torch__.torch.nn.modules.activation.___torch_mangle_4584.Sigmoid",
• "__torch__.timm.models.layers.activations.___torch_mangle_4595.Swish",
• "__torch__.torch.nn.modules.conv.___torch_mangle_4521.Conv2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_4555.Conv2d",
• "__torch__.timm.models.layers.activations.___torch_mangle_4582.Swish",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_4594.BatchNorm2d",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_4404.BatchNorm2d",
• "__torch__.segmentation_models_pytorch.base.modules.___torch_mangle_4619.Attention",
• "__torch__.segmentation_models_pytorch.base.modules.___torch_mangle_4643.Conv2dReLU",
• "__torch__.torch.nn.modules.conv.___torch_mangle_4590.Conv2d",
• "__torch__.segmentation_models_pytorch.decoders.unet.decoder.___torch_mangle_4639.DecoderBlock",
• "__torch__.torch.nn.modules.linear.___torch_mangle_4386.Identity",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_4545.BatchNorm2d",
• "__torch__.timm.models.efficientnet_blocks.___torch_mangle_4560.InvertedResidual",
• "__torch__.torch.nn.modules.conv.___torch_mangle_4504.Conv2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_4472.Conv2d",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_4502.BatchNorm2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_4376.Conv2d",
• "__torch__.torch.nn.modules.activation.___torch_mangle_4683.Softmax",
• "__torch__.torch.nn.modules.linear.___torch_mangle_4637.Identity",
• "__torch__.segmentation_models_pytorch.base.modules.___torch_mangle_4645.Attention",
• "__torch__.torch.nn.modules.conv.___torch_mangle_4483.Conv2d",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_4401.BatchNorm2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_4400.Conv2d",
• "__torch__.timm.models.efficientnet_blocks.___torch_mangle_4588.InvertedResidual",
• "__torch__.timm.models.efficientnet_blocks.___torch_mangle_4445.InvertedResidual",
• "__torch__.torch.nn.modules.conv.___torch_mangle_4475.Conv2d",
• "__torch__.segmentation_models_pytorch.base.modules.___torch_mangle_4630.Conv2dReLU",
• "__torch__.torch.nn.modules.conv.___torch_mangle_4575.Conv2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_4458.Conv2d",
• "__torch__.torch.nn.modules.container.___torch_mangle_4604.Sequential",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_4385.BatchNorm2d",
• "__torch__.timm.models.layers.activations.___torch_mangle_4523.Swish",
• "__torch__.torch.nn.modules.conv.___torch_mangle_4524.Conv2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_4421.Conv2d",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_4576.BatchNorm2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_4581.Conv2d",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_4673.BatchNorm2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_4640.Conv2d",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_4419.BatchNorm2d",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_4459.BatchNorm2d",
• "__torch__.timm.models.efficientnet_blocks.___torch_mangle_4585.SqueezeExcite",
• "__torch__.segmentation_models_pytorch.base.modules.___torch_mangle_4625.Attention",
• "torch._utils._rebuild_tensor_v2",
• "__torch__.torch.nn.modules.container.___torch_mangle_4446.Sequential",
• "__torch__.torch.nn.modules.conv.___torch_mangle_4406.Conv2d",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_4587.BatchNorm2d",
• "__torch__.timm.models.efficientnet_blocks.___torch_mangle_4543.SqueezeExcite",
• "__torch__.timm.models.efficientnet_blocks.___torch_mangle_4399.SqueezeExcite",
• "__torch__.timm.models.layers.activations.___torch_mangle_4511.Swish",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_4422.BatchNorm2d",
• "__torch__.timm.models.layers.activations.___torch_mangle_4468.Swish",
• "__torch__.torch.nn.modules.linear.___torch_mangle_4613.Identity",
• "torch.LongStorage",
• "__torch__.torch.nn.modules.conv.___torch_mangle_4547.Conv2d",
• "__torch__.timm.models.layers.activations.___torch_mangle_4580.Swish",
• "__torch__.segmentation_models_pytorch.base.modules.___torch_mangle_4675.Conv2dReLU",
• "__torch__.timm.models.efficientnet_blocks.___torch_mangle_4416.InvertedResidual",
• "__torch__.timm.models.efficientnet_blocks.___torch_mangle_4387.DepthwiseSeparableConv",
• "__torch__.segmentation_models_pytorch.decoders.unet.decoder.___torch_mangle_4678.DecoderBlock",
• "__torch__.torch.nn.modules.conv.___torch_mangle_4659.Conv2d",
• "__torch__.segmentation_models_pytorch.base.modules.___torch_mangle_4684.Activation",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_4602.BatchNorm2d",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_4562.BatchNorm2d",
• "__torch__.timm.models.layers.activations.___torch_mangle_4597.Swish",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_4465.BatchNorm2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_4653.Conv2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_4498.Conv2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_4426.Conv2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_4672.Conv2d",
• "__torch__.torch.nn.modules.linear.___torch_mangle_4644.Identity",
• "__torch__.torch.nn.modules.conv.___torch_mangle_4507.Conv2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_4395.Conv2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_4518.Conv2d",
• "__torch__.timm.models.layers.adaptive_avgmax_pool.___torch_mangle_4611.SelectAdaptivePool2d",
• "__torch__.torch.nn.modules.container.___torch_mangle_4532.Sequential",
• "__torch__.timm.models.layers.activations.___torch_mangle_4420.Swish",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_4451.BatchNorm2d",
• "__torch__.torch.nn.modules.flatten.___torch_mangle_4609.Flatten",
• "__torch__.timm.models.layers.activations.___torch_mangle_4396.Swish",
• "__torch__.segmentation_models_pytorch.base.modules.___torch_mangle_4623.Conv2dReLU",
• "__torch__.timm.models.layers.activations.___torch_mangle_4466.Swish",
• "__torch__.torch.nn.modules.pooling.___torch_mangle_4610.AdaptiveAvgPool2d",
• "__torch__.timm.models.layers.activations.___torch_mangle_4592.Swish",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_4415.BatchNorm2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_4455.Conv2d",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_4374.BatchNorm2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_4397.Conv2d",
• "__torch__.timm.models.efficientnet_blocks.___torch_mangle_4574.InvertedResidual",
• "__torch__.torch.nn.modules.conv.___torch_mangle_4567.Conv2d",
• "torch.FloatStorage",
• "__torch__.timm.models.efficientnet_blocks.___torch_mangle_4460.InvertedResidual",
• "__torch__.torch.nn.modules.conv.___torch_mangle_4614.Conv2d",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_4559.BatchNorm2d",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_4505.BatchNorm2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_4464.Conv2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_4544.Conv2d",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_4534.BatchNorm2d",
• "__torch__.torch.nn.modules.container.___torch_mangle_4679.ModuleList",
• "__torch__.torch.nn.modules.conv.___torch_mangle_4586.Conv2d",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_4491.BatchNorm2d",
• "__torch__.timm.models.layers.activations.___torch_mangle_4375.Swish",
• "__torch__.torch.nn.modules.activation.___torch_mangle_4542.Sigmoid",
• "__torch__.torch.nn.modules.conv.___torch_mangle_4606.Conv2d",
• "__torch__.segmentation_models_pytorch.base.modules.___torch_mangle_4677.Attention",
• "__torch__.torch.nn.modules.conv.___torch_mangle_4381.Conv2d",
• "__torch__.torch.nn.modules.container.___torch_mangle_4388.Sequential",
• "__torch__.torch.nn.modules.activation.___torch_mangle_4427.Sigmoid",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_4519.BatchNorm2d",
• "__torch__.segmentation_models_pytorch.base.modules.___torch_mangle_4638.Attention",
• "__torch__.segmentation_models_pytorch.decoders.unet.decoder.___torch_mangle_4626.DecoderBlock",
• "__torch__.timm.models.layers.activations.___torch_mangle_4437.Swish",
• "__torch__.timm.models.layers.activations.___torch_mangle_4554.Swish",
• "__torch__.timm.models.layers.activations.___torch_mangle_4552.Swish",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_4390.BatchNorm2d",
• "__torch__.timm.models.efficientnet_blocks.___torch_mangle_4603.InvertedResidual",
• "__torch__.torch.nn.modules.conv.___torch_mangle_4461.Conv2d",
• "__torch__.timm.models.layers.activations.___torch_mangle_4463.Swish",
• "__torch__.segmentation_models_pytorch.base.modules.___torch_mangle_4669.Conv2dReLU",
• "__torch__.torch.nn.modules.conv.___torch_mangle_4392.Conv2d",
• "__torch__.torch.nn.modules.linear.___torch_mangle_4650.Identity",
• "__torch__.torch.nn.modules.conv.___torch_mangle_4467.Conv2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_4550.Conv2d",
• "__torch__.torch.nn.modules.linear.___torch_mangle_4676.Identity",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_4508.BatchNorm2d",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_4591.BatchNorm2d",
• "__torch__.torch.nn.modules.activation.___torch_mangle_4661.ReLU",
• "__torch__.timm.models.layers.activations.___torch_mangle_4423.Swish",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_4634.BatchNorm2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_4633.Conv2d",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_4462.BatchNorm2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_4515.Conv2d",
• "__torch__.timm.models.efficientnet_blocks.___torch_mangle_4428.SqueezeExcite",
• "__torch__.torch.nn.modules.conv.___torch_mangle_4558.Conv2d",
• "__torch__.timm.models.efficientnet_blocks.___torch_mangle_4528.SqueezeExcite",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_4476.BatchNorm2d",
• "__torch__.timm.models.efficientnet_blocks.___torch_mangle_4471.SqueezeExcite",
• "__torch__.timm.models.layers.activations.___torch_mangle_4449.Swish",
• "__torch__.torch.nn.modules.conv.___torch_mangle_4453.Conv2d",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_4479.BatchNorm2d",
• "__torch__.timm.models.layers.activations.___torch_mangle_4492.Swish",
• "__torch__.segmentation_models_pytorch.base.modules.___torch_mangle_4664.Attention",
• "__torch__.segmentation_models_pytorch.decoders.unet.decoder.___torch_mangle_4652.DecoderBlock",
• "__torch__.timm.models.layers.activations.___torch_mangle_4452.Swish",
• "__torch__.torch.nn.modules.activation.___torch_mangle_4629.ReLU",
• "__torch__.torch.nn.modules.conv.___torch_mangle_4526.Conv2d",
• "__torch__.torch.nn.modules.activation.___torch_mangle_4635.ReLU",
• "__torch__.timm.models.efficientnet_blocks.___torch_mangle_4557.SqueezeExcite",
• "__torch__.torch.nn.modules.activation.___torch_mangle_4570.Sigmoid",
• "__torch__.timm.models.efficientnet_blocks.___torch_mangle_4517.InvertedResidual",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_4654.BatchNorm2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_4379.Conv2d",
• "__torch__.timm.models.layers.activations.___torch_mangle_4525.Swish",
• "__torch__.timm.models.layers.activations.___torch_mangle_4608.Swish",
• "__torch__.torch.nn.modules.conv.___torch_mangle_4529.Conv2d",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_4444.BatchNorm2d",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_4407.BatchNorm2d",
• "__torch__.segmentation_models_pytorch.base.modules.___torch_mangle_4651.Attention",
• "__torch__.timm.models.layers.activations.___torch_mangle_4540.Swish",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_4516.BatchNorm2d",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_4628.BatchNorm2d",
• "__torch__.timm.models.efficientnet_blocks.___torch_mangle_4383.SqueezeExcite",
• "__torch__.segmentation_models_pytorch.base.modules.___torch_mangle_4617.Conv2dReLU",
• "__torch__.torch.nn.modules.conv.___torch_mangle_4429.Conv2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_4583.Conv2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_4536.Conv2d",
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• "__torch__.timm.models.efficientnet_blocks.___torch_mangle_4571.SqueezeExcite",
• "__torch__.torch.nn.modules.conv.___torch_mangle_4596.Conv2d",
• "__torch__.torch.nn.modules.container.___torch_mangle_4489.Sequential",
• "__torch__.torch.nn.modules.activation.___torch_mangle_4599.Sigmoid",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_4565.BatchNorm2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_4435.Conv2d",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_4667.BatchNorm2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_4578.Conv2d",
• "__torch__.timm.models.efficientnet_blocks.___torch_mangle_4457.SqueezeExcite",
• "__torch__.torch.nn.modules.conv.___torch_mangle_4601.Conv2d",
• "__torch__.timm.models.layers.activations.___torch_mangle_4568.Swish",
• "__torch__.segmentation_models_pytorch.decoders.unet.decoder.___torch_mangle_4680.UnetDecoder",
• "__torch__.torch.nn.modules.conv.___torch_mangle_4414.Conv2d",
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• "__torch__.torch.nn.modules.activation.___torch_mangle_4556.Sigmoid",
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• "__torch__.torch.nn.modules.linear.___torch_mangle_4624.Identity",
• "__torch__.torch.nn.modules.activation.___torch_mangle_4622.ReLU",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_4551.BatchNorm2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_4384.Conv2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_4389.Conv2d",
• "__torch__.torch.nn.modules.activation.___torch_mangle_4513.Sigmoid",
• "__torch__.torch.nn.modules.conv.___torch_mangle_4450.Conv2d",
• "__torch__.segmentation_models_pytorch.encoders.timm_efficientnet.___torch_mangle_4612.EfficientNetEncoder",
• "__torch__.torch.nn.modules.linear.___torch_mangle_4657.Identity",
• "__torch__.timm.models.efficientnet_blocks.___torch_mangle_4474.InvertedResidual",
• "__torch__.torch.nn.modules.activation.___torch_mangle_4616.ReLU",
• "__torch__.timm.models.layers.activations.___torch_mangle_4480.Swish",
• "__torch__.torch.nn.modules.conv.___torch_mangle_4681.Conv2d",
• "__torch__.timm.models.efficientnet_blocks.___torch_mangle_4442.SqueezeExcite",
• "__torch__.torch.nn.modules.conv.___torch_mangle_4666.Conv2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_4443.Conv2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_4620.Conv2d",
• "__torch__.timm.models.efficientnet_blocks.___torch_mangle_4431.InvertedResidual",
• "__torch__.timm.models.layers.activations.___torch_mangle_4566.Swish",
• "__torch__.torch.nn.modules.conv.___torch_mangle_4409.Conv2d",
• "__torch__.torch.nn.modules.linear.___torch_mangle_4631.Identity",
• "__torch__.torch.nn.modules.conv.___torch_mangle_4646.Conv2d",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_4377.BatchNorm2d",
• "__torch__.timm.models.layers.activations.___torch_mangle_4563.Swish",
• "__torch__.torch.nn.modules.conv.___torch_mangle_4418.Conv2d",
• "__torch__.torch.nn.modules.activation.___torch_mangle_4441.Sigmoid",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_4548.BatchNorm2d",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_4579.BatchNorm2d",
• "__torch__.timm.models.layers.activations.___torch_mangle_4454.Swish",
• "__torch__.torch.nn.modules.linear.___torch_mangle_4663.Identity",
• "__torch__.torch.nn.modules.conv.___torch_mangle_4627.Conv2d",
• "__torch__.timm.models.efficientnet_blocks.___torch_mangle_4546.InvertedResidual",
• "__torch__.torch.nn.modules.conv.___torch_mangle_4403.Conv2d",
• "__torch__.timm.models.layers.activations.___torch_mangle_4538.Swish",
• "__torch__.torch.nn.modules.conv.___torch_mangle_4469.Conv2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_4598.Conv2d",
• "__torch__.timm.models.layers.activations.___torch_mangle_4506.Swish",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_4621.BatchNorm2d",
• "__torch__.segmentation_models_pytorch.base.modules.___torch_mangle_4632.Attention",
• "__torch__.torch.nn.modules.conv.___torch_mangle_4501.Conv2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_4533.Conv2d",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_4494.BatchNorm2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_4478.Conv2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_4539.Conv2d",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_4607.BatchNorm2d",
• "__torch__.timm.models.efficientnet_blocks.___torch_mangle_4485.SqueezeExcite",
• "__torch__.torch.nn.modules.conv.___torch_mangle_4486.Conv2d",
• "__torch__.timm.models.layers.activations.___torch_mangle_4482.Swish",
• "__torch__.segmentation_models_pytorch.base.modules.___torch_mangle_4658.Attention",
• "__torch__.segmentation_models_pytorch.decoders.unet.decoder.___torch_mangle_4665.DecoderBlock",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_4448.BatchNorm2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_4496.Conv2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_4481.Conv2d",
• "__torch__.torch.nn.modules.activation.___torch_mangle_4668.ReLU",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_4473.BatchNorm2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_4561.Conv2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_4564.Conv2d",
• "__torch__.torch.nn.modules.activation.___torch_mangle_4412.Sigmoid",
• "__torch__.torch.nn.modules.activation.___torch_mangle_4648.ReLU",
• "__torch__.timm.models.efficientnet_blocks.___torch_mangle_4514.SqueezeExcite",
• "__torch__.torch.nn.modules.linear.___torch_mangle_4618.Identity",
• "__torch__.torch.nn.modules.activation.___torch_mangle_4484.Sigmoid",
• "__torch__.torch.nn.modules.linear.___torch_mangle_4670.Identity",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_4430.BatchNorm2d",
• "__torch__.timm.models.layers.activations.___torch_mangle_4549.Swish",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_4522.BatchNorm2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_4490.Conv2d",
• "__torch__.timm.models.layers.activations.___torch_mangle_4408.Swish",
• "__torch__.segmentation_models_pytorch.base.modules.___torch_mangle_4649.Conv2dReLU",
• "__torch__.torch.nn.modules.conv.___torch_mangle_4432.Conv2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_4541.Conv2d",
• "__torch__.torch.nn.modules.activation.___torch_mangle_4655.ReLU",
• "__torch__.timm.models.layers.activations.___torch_mangle_4425.Swish",
• "__torch__.timm.models.layers.activations.___torch_mangle_4497.Swish",
• "__torch__.torch.nn.modules.container.___torch_mangle_4417.Sequential",
• "__torch__.timm.models.efficientnet_blocks.___torch_mangle_4503.InvertedResidual",
• "__torch__.timm.models.layers.activations.___torch_mangle_4434.Swish",
• "__torch__.torch.nn.modules.activation.___torch_mangle_4527.Sigmoid",
• "__torch__.segmentation_models_pytorch.base.modules.___torch_mangle_4636.Conv2dReLU",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_4487.BatchNorm2d",
• "__torch__.torch.nn.modules.activation.___torch_mangle_4470.Sigmoid",
• "__torch__.timm.models.layers.activations.___torch_mangle_4495.Swish",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_4393.BatchNorm2d",
• "collections.OrderedDict",
• "__torch__.torch.nn.modules.conv.___torch_mangle_4493.Conv2d",
• "__torch__.timm.models.layers.activations.___torch_mangle_4520.Swish",
• "__torch__.torch.nn.modules.conv.___torch_mangle_4512.Conv2d",
• "__torch__.torch.nn.modules.activation.___torch_mangle_4674.ReLU",
• "__torch__.torch.nn.modules.activation.___torch_mangle_4499.Sigmoid",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_4530.BatchNorm2d",
• "__torch__.timm.models.layers.activations.___torch_mangle_4439.Swish",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_4660.BatchNorm2d",
• "__torch__.timm.models.layers.activations.___torch_mangle_4405.Swish",
• "__torch__.timm.models.efficientnet_blocks.___torch_mangle_4402.InvertedResidual",
• "collections.OrderedDict",
• "torch._utils._rebuild_tensor_v2",
• "torch.jit._pickle.restore_type_tag",
• "torch.FloatStorage"

How to fix it?

• "__torch__.timm.models.layers.activations.___torch_mangle_3122.Swish",
• "__torch__.timm.models.efficientnet_blocks.___torch_mangle_3172.SqueezeExcite",
• "__torch__.timm.models.efficientnet_blocks.___torch_mangle_3160.InvertedResidual",
• "__torch__.torch.nn.modules.activation.___torch_mangle_3399.ReLU",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_3289.BatchNorm2d",
• "__torch__.timm.models.efficientnet_blocks.___torch_mangle_3272.SqueezeExcite",
• "__torch__.torch.nn.modules.conv.___torch_mangle_3283.Conv2d",
• "__torch__.torch.nn.modules.container.___torch_mangle_3276.Sequential",
• "__torch__.torch.nn.modules.conv.___torch_mangle_3225.Conv2d",
• "__torch__.torch.nn.modules.linear.___torch_mangle_3401.Identity",
• "__torch__.torch.nn.modules.conv.___torch_mangle_3245.Conv2d",
• "__torch__.timm.models.efficientnet_blocks.___torch_mangle_3204.InvertedResidual",
• "__torch__.segmentation_models_pytorch.base.modules.___torch_mangle_3369.Attention",
• "torch._utils._rebuild_tensor_v2",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_3166.BatchNorm2d",
• "__torch__.timm.models.layers.activations.___torch_mangle_3267.Swish",
• "__torch__.timm.models.layers.activations.___torch_mangle_3149.Swish",
• "__torch__.segmentation_models_pytorch.base.modules.___torch_mangle_3400.Conv2dReLU",
• "__torch__.timm.models.layers.activations.___torch_mangle_3193.Swish",
• "__torch__.timm.models.layers.activations.___torch_mangle_3154.Swish",
• "__torch__.timm.models.efficientnet_blocks.___torch_mangle_3146.InvertedResidual",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_3306.BatchNorm2d",
• "__torch__.timm.models.layers.activations.___torch_mangle_3321.Swish",
• "__torch__.timm.models.layers.activations.___torch_mangle_3336.Swish",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_3385.BatchNorm2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_3390.Conv2d",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_3398.BatchNorm2d",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_3121.BatchNorm2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_3270.Conv2d",
• "__torch__.torch.nn.modules.linear.___torch_mangle_3357.Identity",
• "__torch__.timm.models.efficientnet_blocks.___torch_mangle_3318.InvertedResidual",
• "__torch__.torch.nn.modules.container.___torch_mangle_3161.Sequential",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_3151.BatchNorm2d",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_3260.BatchNorm2d",
• "__torch__.timm.models.layers.activations.___torch_mangle_3140.Swish",
• "__torch__.torch.nn.modules.conv.___torch_mangle_3120.Conv2d",
• "__torch__.torch.nn.modules.activation.___torch_mangle_3156.Sigmoid",
• "__torch__.timm.models.layers.activations.___torch_mangle_3236.Swish",
• "__torch__.segmentation_models_pytorch.base.modules.___torch_mangle_3374.Conv2dReLU",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_3217.BatchNorm2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_3139.Conv2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_3194.Conv2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_3202.Conv2d",
• "__torch__.torch.nn.modules.activation.___torch_mangle_3405.ReLU",
• "__torch__.torch.nn.modules.activation.___torch_mangle_3328.Sigmoid",
• "__torch__.torch.nn.modules.conv.___torch_mangle_3285.Conv2d",
• "__torch__.timm.models.layers.activations.___torch_mangle_3310.Swish",
• "__torch__.timm.models.layers.activations.___torch_mangle_3124.Swish",
• "__torch__.segmentation_models_pytorch.decoders.unet.decoder.___torch_mangle_3422.DecoderBlock",
• "__torch__.segmentation_models_pytorch.base.modules.___torch_mangle_3402.Attention",
• "__torch__.timm.models.efficientnet_blocks.___torch_mangle_3244.SqueezeExcite",
• "__torch__.torch.nn.modules.conv.___torch_mangle_3168.Conv2d",
• "__torch__.segmentation_models_pytorch.base.modules.___torch_mangle_3363.Attention",
• "__torch__.torch.nn.modules.conv.___torch_mangle_3165.Conv2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_3410.Conv2d",
• "__torch__.segmentation_models_pytorch.base.modules.___torch_mangle_3367.Conv2dReLU",
• "__torch__.segmentation_models_pytorch.decoders.unet.decoder.___torch_mangle_3396.DecoderBlock",
• "__torch__.torch.nn.modules.conv.___torch_mangle_3222.Conv2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_3125.Conv2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_3213.Conv2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_3358.Conv2d",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_3148.BatchNorm2d",
• "__torch__.timm.models.efficientnet_blocks.___torch_mangle_3347.InvertedResidual",
• "__torch__.timm.models.layers.activations.___torch_mangle_3264.Swish",
• "__torch__.torch.nn.modules.activation.___torch_mangle_3171.Sigmoid",
• "__torch__.timm.models.layers.activations.___torch_mangle_3352.Swish",
• "__torch__.torch.nn.modules.activation.___torch_mangle_3142.Sigmoid",
• "__torch__.timm.models.efficientnet_blocks.___torch_mangle_3301.SqueezeExcite",
• "__torch__.torch.nn.modules.conv.___torch_mangle_3117.Conv2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_3141.Conv2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_3184.Conv2d",
• "__torch__.torch.nn.modules.activation.___torch_mangle_3366.ReLU",
• "__torch__.torch.nn.modules.conv.___torch_mangle_3234.Conv2d",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_3134.BatchNorm2d",
• "__torch__.torch.nn.modules.activation.___torch_mangle_3386.ReLU",
• "__torch__.segmentation_models_pytorch.base.modules.___torch_mangle_3382.Attention",
• "__torch__.torch.nn.modules.conv.___torch_mangle_3230.Conv2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_3330.Conv2d",
• "__torch__.segmentation_models_pytorch.decoders.unet.decoder.___torch_mangle_3409.DecoderBlock",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_3203.BatchNorm2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_3173.Conv2d",
• "__torch__.torch.nn.modules.activation.___torch_mangle_3418.ReLU",
• "__torch__.torch.nn.modules.linear.___torch_mangle_3381.Identity",
• "__torch__.timm.models.layers.activations.___torch_mangle_3152.Swish",
• "__torch__.timm.models.layers.activations.___torch_mangle_3307.Swish",
• "__torch__.timm.models.layers.activations.___torch_mangle_3255.Swish",
• "__torch__.timm.models.layers.activations.___torch_mangle_3207.Swish",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_3372.BatchNorm2d",
• "__torch__.timm.models.layers.activations.___torch_mangle_3226.Swish",
• "__torch__.torch.nn.modules.conv.___torch_mangle_3153.Conv2d",
• "__torch__.timm.models.efficientnet_blocks.___torch_mangle_3232.InvertedResidual",
• "__torch__.timm.models.layers.activations.___torch_mangle_3326.Swish",
• "__torch__.torch.nn.modules.container.___torch_mangle_3233.Sequential",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_3335.BatchNorm2d",
• "__torch__.torch.nn.modules.linear.___torch_mangle_3362.Identity",
• "__torch__.torch.nn.modules.conv.___torch_mangle_3325.Conv2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_3211.Conv2d",
• "__torch__.torch.nn.modules.activation.___torch_mangle_3286.Sigmoid",
• "__torch__.torch.nn.modules.activation.___torch_mangle_3314.Sigmoid",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_3417.BatchNorm2d",
• "__torch__.torch.nn.modules.activation.___torch_mangle_3271.Sigmoid",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_3188.BatchNorm2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_3291.Conv2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_3176.Conv2d",
• "__torch__.segmentation_models_pytorch.base.modules.___torch_mangle_3395.Attention",
• "__torch__.timm.models.layers.activations.___torch_mangle_3250.Swish",
• "__torch__.timm.models.layers.activations.___torch_mangle_3224.Swish",
• "__torch__.torch.nn.modules.conv.___torch_mangle_3170.Conv2d",
• "__torch__.segmentation_models_pytorch.base.modules.___torch_mangle_3415.Attention",
• "__torch__.timm.models.layers.activations.___torch_mangle_3196.Swish",
• "__torch__.segmentation_models_pytorch.base.modules.___torch_mangle_3393.Conv2dReLU",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_3223.BatchNorm2d",
• "__torch__.timm.models.layers.activations.___torch_mangle_3169.Swish",
• "__torch__.torch.nn.modules.conv.___torch_mangle_3182.Conv2d",
• "__torch__.timm.models.layers.activations.___torch_mangle_3138.Swish",
• "__torch__.timm.models.efficientnet_blocks.___torch_mangle_3131.DepthwiseSeparableConv",
• "__torch__.torch.nn.modules.conv.___torch_mangle_3251.Conv2d",
• "__torch__.torch.nn.modules.activation.___torch_mangle_3427.Softmax",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_3238.BatchNorm2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_3288.Conv2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_3199.Conv2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_3150.Conv2d",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_3266.BatchNorm2d",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_3274.BatchNorm2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_3308.Conv2d",
• "__torch__.torch.nn.modules.container.___torch_mangle_3132.Sequential",
• "__torch__.timm.models.efficientnet_blocks.___torch_mangle_3332.InvertedResidual",
• "__torch__.timm.models.layers.activations.___torch_mangle_3269.Swish",
• "__torch__.timm.models.layers.adaptive_avgmax_pool.___torch_mangle_3355.SelectAdaptivePool2d",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_3295.BatchNorm2d",
• "__torch__.timm.models.efficientnet_blocks.___torch_mangle_3261.InvertedResidual",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_3235.BatchNorm2d",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_3129.BatchNorm2d",
• "__torch__.segmentation_models_pytorch.decoders.unet.model.___torch_mangle_3430.Unet",
• "__torch__.timm.models.efficientnet_blocks.___torch_mangle_3247.InvertedResidual",
• "__torch__.torch.nn.modules.conv.___torch_mangle_3248.Conv2d",
• "__torch__.timm.models.efficientnet_blocks.___torch_mangle_3344.SqueezeExcite",
• "torch.FloatStorage",
• "__torch__.torch.nn.modules.conv.___torch_mangle_3311.Conv2d",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_3137.BatchNorm2d",
• "__torch__.timm.models.efficientnet_blocks.___torch_mangle_3287.SqueezeExcite",
• "__torch__.torch.nn.modules.activation.___torch_mangle_3300.Sigmoid",
• "__torch__.segmentation_models_pytorch.decoders.unet.decoder.___torch_mangle_3383.DecoderBlock",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_3220.BatchNorm2d",
• "torch.LongStorage",
• "__torch__.torch.nn.modules.conv.___torch_mangle_3265.Conv2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_3254.Conv2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_3208.Conv2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_3256.Conv2d",
• "__torch__.timm.models.layers.activations.___torch_mangle_3183.Swish",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_3346.BatchNorm2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_3345.Conv2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_3259.Conv2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_3313.Conv2d",
• "__torch__.torch.nn.modules.linear.___torch_mangle_3130.Identity",
• "__torch__.timm.models.layers.activations.___torch_mangle_3324.Swish",
• "__torch__.torch.nn.modules.conv.___torch_mangle_3227.Conv2d",
• "__torch__.timm.models.efficientnet_blocks.___torch_mangle_3290.InvertedResidual",
• "__torch__.torch.nn.modules.conv.___torch_mangle_3187.Conv2d",
• "__torch__.timm.models.layers.activations.___torch_mangle_3296.Swish",
• "__torch__.torch.nn.modules.conv.___torch_mangle_3144.Conv2d",
• "__torch__.torch.nn.modules.linear.___torch_mangle_3394.Identity",
• "__torch__.torch.nn.modules.conv.___torch_mangle_3237.Conv2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_3197.Conv2d",
• "__torch__.timm.models.layers.activations.___torch_mangle_3221.Swish",
• "__torch__.torch.nn.modules.conv.___torch_mangle_3319.Conv2d",
• "__torch__.timm.models.layers.activations.___torch_mangle_3167.Swish",
• "__torch__.timm.models.efficientnet_blocks.___torch_mangle_3189.InvertedResidual",
• "__torch__.torch.nn.modules.conv.___torch_mangle_3294.Conv2d",
• "__torch__.timm.models.efficientnet_blocks.___torch_mangle_3201.SqueezeExcite",
• "__torch__.torch.nn.modules.container.___torch_mangle_3348.Sequential",
• "__torch__.torch.nn.modules.conv.___torch_mangle_3205.Conv2d",
• "__torch__.timm.models.efficientnet_blocks.___torch_mangle_3229.SqueezeExcite",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_3317.BatchNorm2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_3340.Conv2d",
• "__torch__.segmentation_models_pytorch.encoders.timm_efficientnet.___torch_mangle_3356.EfficientNetEncoder",
• "__torch__.torch.nn.modules.container.___torch_mangle_3423.ModuleList",
• "__torch__.segmentation_models_pytorch.base.modules.___torch_mangle_3387.Conv2dReLU",
• "__torch__.torch.nn.modules.conv.___torch_mangle_3327.Conv2d",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_3404.BatchNorm2d",
• "__torch__.torch.nn.modules.linear.___torch_mangle_3388.Identity",
• "__torch__.torch.nn.modules.conv.___torch_mangle_3305.Conv2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_3425.Conv2d",
• "__torch__.timm.models.efficientnet_blocks.___torch_mangle_3143.SqueezeExcite",
• "__torch__.torch.nn.modules.conv.___torch_mangle_3297.Conv2d",
• "__torch__.timm.models.efficientnet_blocks.___torch_mangle_3315.SqueezeExcite",
• "__torch__.torch.nn.modules.linear.___torch_mangle_3426.Identity",
• "__torch__.timm.models.layers.activations.___torch_mangle_3282.Swish",
• "__torch__.torch.nn.modules.conv.___torch_mangle_3242.Conv2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_3371.Conv2d",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_3159.BatchNorm2d",
• "__torch__.torch.nn.modules.activation.___torch_mangle_3379.ReLU",
• "__torch__.segmentation_models_pytorch.base.modules.___torch_mangle_3389.Attention",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_3195.BatchNorm2d",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_3206.BatchNorm2d",
• "__torch__.segmentation_models_pytorch.base.heads.___torch_mangle_3429.SegmentationHead",
• "__torch__.torch.nn.modules.linear.___torch_mangle_3420.Identity",
• "__torch__.torch.nn.modules.activation.___torch_mangle_3360.ReLU",
• "__torch__.torch.nn.modules.conv.___torch_mangle_3123.Conv2d",
• "__torch__.timm.models.layers.activations.___torch_mangle_3210.Swish",
• "__torch__.timm.models.efficientnet_blocks.___torch_mangle_3215.SqueezeExcite",
• "__torch__.timm.models.efficientnet_blocks.___torch_mangle_3258.SqueezeExcite",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_3177.BatchNorm2d",
• "__torch__.torch.nn.modules.activation.___torch_mangle_3392.ReLU",
• "__torch__.timm.models.layers.activations.___torch_mangle_3239.Swish",
• "__torch__.timm.models.layers.activations.___torch_mangle_3119.Swish",
• "__torch__.torch.nn.modules.conv.___torch_mangle_3268.Conv2d",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_3252.BatchNorm2d",
• "__torch__.torch.nn.modules.activation.___torch_mangle_3185.Sigmoid",
• "__torch__.torch.nn.modules.activation.___torch_mangle_3228.Sigmoid",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_3278.BatchNorm2d",
• "__torch__.segmentation_models_pytorch.base.modules.___torch_mangle_3376.Attention",
• "__torch__.torch.nn.modules.container.___torch_mangle_3190.Sequential",
• "__torch__.timm.models.layers.activations.___torch_mangle_3164.Swish",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_3391.BatchNorm2d",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_3309.BatchNorm2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_3302.Conv2d",
• "__torch__.timm.models.layers.activations.___torch_mangle_3284.Swish",
• "__torch__.torch.nn.modules.conv.___torch_mangle_3277.Conv2d",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_3246.BatchNorm2d",
• "__torch__.torch.nn.modules.flatten.___torch_mangle_3353.Flatten",
• "__torch__.torch.nn.modules.conv.___torch_mangle_3397.Conv2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_3262.Conv2d",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_3249.BatchNorm2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_3136.Conv2d",
• "__torch__.torch.nn.modules.linear.___torch_mangle_3407.Identity",
• "__torch__.torch.nn.modules.activation.___torch_mangle_3243.Sigmoid",
• "__torch__.timm.models.layers.activations.___torch_mangle_3135.Swish",
• "__torch__.segmentation_models_pytorch.base.modules.___torch_mangle_3408.Attention",
• "__torch__.torch.nn.modules.conv.___torch_mangle_3337.Conv2d",
• "__torch__.timm.models.layers.activations.___torch_mangle_3293.Swish",
• "__torch__.torch.nn.modules.activation.___torch_mangle_3126.Sigmoid",
• "__torch__.torch.nn.modules.conv.___torch_mangle_3128.Conv2d",
• "__torch__.timm.models.layers.activations.___torch_mangle_3178.Swish",
• "__torch__.timm.models.layers.activations.___torch_mangle_3339.Swish",
• "__torch__.torch.nn.modules.conv.___torch_mangle_3179.Conv2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_3364.Conv2d",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_3320.BatchNorm2d",
• "__torch__.timm.models.efficientnet_blocks.___torch_mangle_3275.InvertedResidual",
• "__torch__.segmentation_models_pytorch.base.modules.___torch_mangle_3361.Conv2dReLU",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_3359.BatchNorm2d",
• "__torch__.timm.models.layers.activations.___torch_mangle_3279.Swish",
• "__torch__.torch.nn.modules.linear.___torch_mangle_3368.Identity",
• "__torch__.torch.nn.modules.container.___torch_mangle_3333.Sequential",
• "__torch__.timm.models.efficientnet_blocks.___torch_mangle_3304.InvertedResidual",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_3174.BatchNorm2d",
• "__torch__.torch.nn.modules.activation.___torch_mangle_3373.ReLU",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_3303.BatchNorm2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_3162.Conv2d",
• "__torch__.torch.nn.modules.activation.___torch_mangle_3200.Sigmoid",
• "__torch__.timm.models.layers.activations.___torch_mangle_3298.Swish",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_3351.BatchNorm2d",
• "__torch__.timm.models.layers.activations.___torch_mangle_3212.Swish",
• "__torch__.timm.models.efficientnet_blocks.___torch_mangle_3175.InvertedResidual",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_3331.BatchNorm2d",
• "__torch__.timm.models.efficientnet_blocks.___torch_mangle_3329.SqueezeExcite",
• "__torch__.timm.models.efficientnet_blocks.___torch_mangle_3157.SqueezeExcite",
• "collections.OrderedDict",
• "__torch__.torch.nn.modules.conv.___torch_mangle_3384.Conv2d",
• "__torch__.segmentation_models_pytorch.decoders.unet.decoder.___torch_mangle_3424.UnetDecoder",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_3145.BatchNorm2d",
• "__torch__.timm.models.efficientnet_blocks.___torch_mangle_3186.SqueezeExcite",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_3209.BatchNorm2d",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_3281.BatchNorm2d",
• "__torch__.torch.nn.modules.linear.___torch_mangle_3375.Identity",
• "__torch__.timm.models.efficientnet_blocks.___torch_mangle_3127.SqueezeExcite",
• "__torch__.torch.nn.modules.conv.___torch_mangle_3377.Conv2d",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_3338.BatchNorm2d",
• "__torch__.timm.models.layers.activations.___torch_mangle_3181.Swish",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_3118.BatchNorm2d",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_3323.BatchNorm2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_3316.Conv2d",
• "__torch__.segmentation_models_pytorch.base.modules.___torch_mangle_3428.Activation",
• "__torch__.torch.nn.modules.activation.___torch_mangle_3257.Sigmoid",
• "__torch__.timm.models.layers.activations.___torch_mangle_3241.Swish",
• "__torch__.torch.nn.modules.conv.___torch_mangle_3133.Conv2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_3158.Conv2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_3322.Conv2d",
• "__torch__.torch.nn.modules.container.___torch_mangle_3349.Sequential",
• "__torch__.segmentation_models_pytorch.decoders.unet.decoder.___torch_mangle_3370.DecoderBlock",
• "__torch__.torch.nn.modules.conv.___torch_mangle_3219.Conv2d",
• "__torch__.segmentation_models_pytorch.base.modules.___torch_mangle_3421.Attention",
• "__torch__.torch.nn.modules.conv.___torch_mangle_3273.Conv2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_3403.Conv2d",
• "__torch__.torch.nn.modules.pooling.___torch_mangle_3354.AdaptiveAvgPool2d",
• "__torch__.timm.models.layers.activations.___torch_mangle_3198.Swish",
• "__torch__.segmentation_models_pytorch.base.modules.___torch_mangle_3406.Conv2dReLU",
• "__torch__.torch.nn.modules.conv.___torch_mangle_3299.Conv2d",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_3192.BatchNorm2d",
• "__torch__.torch.nn.modules.activation.___torch_mangle_3214.Sigmoid",
• "__torch__.torch.nn.modules.conv.___torch_mangle_3147.Conv2d",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_3365.BatchNorm2d",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_3180.BatchNorm2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_3334.Conv2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_3216.Conv2d",
• "__torch__.torch.nn.modules.activation.___torch_mangle_3412.ReLU",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_3163.BatchNorm2d",
• "__torch__.segmentation_models_pytorch.base.modules.___torch_mangle_3419.Conv2dReLU",
• "__torch__.torch.nn.modules.conv.___torch_mangle_3416.Conv2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_3191.Conv2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_3155.Conv2d",
• "__torch__.torch.nn.modules.linear.___torch_mangle_3414.Identity",
• "__torch__.timm.models.layers.activations.___torch_mangle_3312.Swish",
• "__torch__.segmentation_models_pytorch.base.modules.___torch_mangle_3413.Conv2dReLU",
• "__torch__.segmentation_models_pytorch.base.modules.___torch_mangle_3380.Conv2dReLU",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_3411.BatchNorm2d",
• "__torch__.timm.models.efficientnet_blocks.___torch_mangle_3218.InvertedResidual",
• "__torch__.torch.nn.modules.conv.___torch_mangle_3350.Conv2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_3240.Conv2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_3342.Conv2d",
• "__torch__.torch.nn.modules.activation.___torch_mangle_3343.Sigmoid",
• "__torch__.timm.models.layers.activations.___torch_mangle_3253.Swish",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_3231.BatchNorm2d",
• "__torch__.timm.models.layers.activations.___torch_mangle_3341.Swish",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_3378.BatchNorm2d",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_3263.BatchNorm2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_3280.Conv2d",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_3292.BatchNorm2d",
• "torch._utils._rebuild_tensor_v2",
• "collections.OrderedDict",
• "torch.jit._pickle.restore_type_tag",
• "torch.FloatStorage"

How to fix it?

• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_3765.BatchNorm2d",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_3917.BatchNorm2d",
• "__torch__.timm.models.efficientnet_blocks.___torch_mangle_3771.SqueezeExcite",
• "__torch__.torch.nn.modules.activation.___torch_mangle_3784.Sigmoid",
• "__torch__.torch.nn.modules.conv.___torch_mangle_3950.Conv2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_3947.Conv2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_3884.Conv2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_3819.Conv2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_3761.Conv2d",
• "__torch__.torch.nn.modules.linear.___torch_mangle_4048.Identity",
• "__torch__.torch.nn.modules.linear.___torch_mangle_4042.Identity",
• "__torch__.timm.models.efficientnet_blocks.___torch_mangle_3857.SqueezeExcite",
• "__torch__.torch.nn.modules.conv.___torch_mangle_3836.Conv2d",
• "torch._utils._rebuild_tensor_v2",
• "__torch__.torch.nn.modules.conv.___torch_mangle_4031.Conv2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_4053.Conv2d",
• "__torch__.timm.models.layers.activations.___torch_mangle_3892.Swish",
• "__torch__.segmentation_models_pytorch.base.modules.___torch_mangle_4004.Attention",
• "__torch__.torch.nn.modules.conv.___torch_mangle_3772.Conv2d",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_3776.BatchNorm2d",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_3866.BatchNorm2d",
• "__torch__.torch.nn.modules.activation.___torch_mangle_4055.Softmax",
• "__torch__.torch.nn.modules.conv.___torch_mangle_3870.Conv2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_3790.Conv2d",
• "__torch__.torch.nn.modules.activation.___torch_mangle_4027.ReLU",
• "__torch__.torch.nn.modules.conv.___torch_mangle_3955.Conv2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_3890.Conv2d",
• "__torch__.torch.nn.modules.linear.___torch_mangle_4003.Identity",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_3834.BatchNorm2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_4038.Conv2d",
• "__torch__.timm.models.layers.activations.___torch_mangle_3938.Swish",
• "__torch__.timm.models.layers.activations.___torch_mangle_3854.Swish",
• "__torch__.torch.nn.modules.container.___torch_mangle_3789.Sequential",
• "__torch__.torch.nn.modules.activation.___torch_mangle_3994.ReLU",
• "__torch__.timm.models.layers.activations.___torch_mangle_3806.Swish",
• "__torch__.segmentation_models_pytorch.base.heads.___torch_mangle_4057.SegmentationHead",
• "__torch__.timm.models.efficientnet_blocks.___torch_mangle_3755.SqueezeExcite",
• "__torch__.torch.nn.modules.activation.___torch_mangle_3770.Sigmoid",
• "__torch__.torch.nn.modules.container.___torch_mangle_3977.Sequential",
• "__torch__.timm.models.efficientnet_blocks.___torch_mangle_3759.DepthwiseSeparableConv",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_3974.BatchNorm2d",
• "__torch__.timm.models.efficientnet_blocks.___torch_mangle_3788.InvertedResidual",
• "__torch__.segmentation_models_pytorch.base.modules.___torch_mangle_4047.Conv2dReLU",
• "__torch__.timm.models.layers.activations.___torch_mangle_3895.Swish",
• "__torch__.torch.nn.modules.conv.___torch_mangle_3879.Conv2d",
• "__torch__.torch.nn.modules.linear.___torch_mangle_4054.Identity",
• "__torch__.torch.nn.modules.conv.___torch_mangle_3753.Conv2d",
• "__torch__.timm.models.efficientnet_blocks.___torch_mangle_3975.InvertedResidual",
• "__torch__.segmentation_models_pytorch.base.modules.___torch_mangle_3997.Attention",
• "__torch__.torch.nn.modules.conv.___torch_mangle_3898.Conv2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_3807.Conv2d",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_4026.BatchNorm2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_3810.Conv2d",
• "__torch__.timm.models.efficientnet_blocks.___torch_mangle_3929.SqueezeExcite",
• "__torch__.timm.models.efficientnet_blocks.___torch_mangle_3903.InvertedResidual",
• "__torch__.torch.nn.modules.linear.___torch_mangle_4009.Identity",
• "__torch__.timm.models.efficientnet_blocks.___torch_mangle_3875.InvertedResidual",
• "__torch__.torch.nn.modules.conv.___torch_mangle_3804.Conv2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_3933.Conv2d",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_4039.BatchNorm2d",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_3959.BatchNorm2d",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_3831.BatchNorm2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_3815.Conv2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_3756.Conv2d",
• "__torch__.timm.models.layers.activations.___torch_mangle_3782.Swish",
• "__torch__.torch.nn.modules.linear.___torch_mangle_4022.Identity",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_3874.BatchNorm2d",
• "__torch__.timm.models.layers.activations.___torch_mangle_3924.Swish",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_3937.BatchNorm2d",
• "__torch__.segmentation_models_pytorch.decoders.unet.model.___torch_mangle_4058.Unet",
• "__torch__.timm.models.layers.activations.___torch_mangle_3949.Swish",
• "__torch__.torch.nn.modules.container.___torch_mangle_3760.Sequential",
• "__torch__.torch.nn.modules.conv.___torch_mangle_3927.Conv2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_3847.Conv2d",
• "__torch__.timm.models.layers.activations.___torch_mangle_3752.Swish",
• "__torch__.torch.nn.modules.activation.___torch_mangle_3899.Sigmoid",
• "__torch__.torch.nn.modules.activation.___torch_mangle_3914.Sigmoid",
• "__torch__.torch.nn.modules.conv.___torch_mangle_4012.Conv2d",
• "__torch__.segmentation_models_pytorch.base.modules.___torch_mangle_4034.Conv2dReLU",
• "__torch__.torch.nn.modules.conv.___torch_mangle_3887.Conv2d",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_3791.BatchNorm2d",
• "__torch__.timm.models.efficientnet_blocks.___torch_mangle_3886.SqueezeExcite",
• "__torch__.timm.models.layers.activations.___torch_mangle_3838.Swish",
• "__torch__.timm.models.efficientnet_blocks.___torch_mangle_3932.InvertedResidual",
• "__torch__.timm.models.layers.activations.___torch_mangle_3869.Swish",
• "__torch__.segmentation_models_pytorch.base.modules.___torch_mangle_4002.Conv2dReLU",
• "__torch__.torch.nn.modules.conv.___torch_mangle_3839.Conv2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_3853.Conv2d",
• "__torch__.timm.models.layers.activations.___torch_mangle_3811.Swish",
• "__torch__.timm.models.layers.activations.___torch_mangle_3935.Swish",
• "__torch__.torch.nn.modules.conv.___torch_mangle_3796.Conv2d",
• "__torch__.segmentation_models_pytorch.base.modules.___torch_mangle_3995.Conv2dReLU",
• "__torch__.torch.nn.modules.activation.___torch_mangle_3885.Sigmoid",
• "__torch__.timm.models.layers.activations.___torch_mangle_3747.Swish",
• "__torch__.torch.nn.modules.activation.___torch_mangle_3942.Sigmoid",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_3851.BatchNorm2d",
• "__torch__.timm.models.layers.activations.___torch_mangle_3821.Swish",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_3888.BatchNorm2d",
• "__torch__.timm.models.layers.activations.___torch_mangle_3763.Swish",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_3987.BatchNorm2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_3919.Conv2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_3936.Conv2d",
• "__torch__.timm.models.layers.activations.___torch_mangle_3952.Swish",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_4006.BatchNorm2d",
• "__torch__.torch.nn.modules.activation.___torch_mangle_3928.Sigmoid",
• "__torch__.timm.models.layers.activations.___torch_mangle_3766.Swish",
• "__torch__.timm.models.layers.activations.___torch_mangle_3750.Swish",
• "__torch__.segmentation_models_pytorch.base.modules.___torch_mangle_3989.Conv2dReLU",
• "__torch__.torch.nn.modules.container.___torch_mangle_3976.Sequential",
• "__torch__.torch.nn.modules.conv.___torch_mangle_3908.Conv2d",
• "__torch__.timm.models.efficientnet_blocks.___torch_mangle_3785.SqueezeExcite",
• "__torch__.timm.models.efficientnet_blocks.___torch_mangle_3889.InvertedResidual",
• "__torch__.torch.nn.modules.conv.___torch_mangle_3801.Conv2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_3833.Conv2d",
• "__torch__.timm.models.efficientnet_blocks.___torch_mangle_3957.SqueezeExcite",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_3923.BatchNorm2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_3781.Conv2d",
• "torch.FloatStorage",
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How to fix it?